[HTML][HTML] 5G network slicing using SDN and NFV: A survey of taxonomy, architectures and future challenges
The increasing consumption of multimedia services and the demand of high-quality services
from customers has triggered a fundamental change in how we administer networks in terms …
from customers has triggered a fundamental change in how we administer networks in terms …
Artificial intelligence-empowered resource management for future wireless communications: A survey
M Lin, Y Zhao - China Communications, 2020 - ieeexplore.ieee.org
How to explore and exploit the full potential of artificial intelligence (AI) technologies in future
wireless communications such as beyond 5G (B5G) and 6G is an extremely hot inter …
wireless communications such as beyond 5G (B5G) and 6G is an extremely hot inter …
Deep reinforcement learning for resource management in network slicing
Network slicing is born as an emerging business to operators by allowing them to sell the
customized slices to various tenants at different prices. In order to provide better-performing …
customized slices to various tenants at different prices. In order to provide better-performing …
GAN-powered deep distributional reinforcement learning for resource management in network slicing
Network slicing is a key technology in 5G communications system. Its purpose is to
dynamically and efficiently allocate resources for diversified services with distinct …
dynamically and efficiently allocate resources for diversified services with distinct …
[PDF][PDF] 6G vision: An ultra-flexible perspective
The upcoming sixth generation (6G) communications systems are expected to support an
unprecedented variety of applications, pervading every aspect of human life. It is clearly not …
unprecedented variety of applications, pervading every aspect of human life. It is clearly not …
Optimal and fast real-time resource slicing with deep dueling neural networks
Effective network slicing requires an infrastructure/network provider to deal with the
uncertain demands and real-time dynamics of the network resource requests. Another …
uncertain demands and real-time dynamics of the network resource requests. Another …
Radio resource management: approaches and implementations from 4G to 5G and beyond
Radio resource and its management is one of the key areas of research where technologies,
infrastructure and challenges are rapidly changing as 5G system architecture demands a …
infrastructure and challenges are rapidly changing as 5G system architecture demands a …
SliceBlock: Context-aware authentication handover and secure network slicing using DAG-blockchain in edge-assisted SDN/NFV-6G environment
IH Abdulqadder, S Zhou - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
Network slicing in a 6G environment is an important research area in the current years.
However, satisfying the demands of network slice requests is a challenging task. Energy …
However, satisfying the demands of network slice requests is a challenging task. Energy …
Applications of machine learning in resource management for RAN-slicing in 5G and beyond networks: A survey
One of the key foundations of 5th Generation (5G) and beyond 5G (B5G) networks is
network slicing, in which the network is partitioned into several separated logical networks …
network slicing, in which the network is partitioned into several separated logical networks …
Graph attention network-based multi-agent reinforcement learning for slicing resource management in dense cellular network
Network slicing (NS) management devotes to providing various services to meet distinct
requirements over the same physical communication infrastructure and allocating resources …
requirements over the same physical communication infrastructure and allocating resources …